DATA 674 (01) - Predictive and Prescriptive Analytics I

DATA 674 (01) - Predictive and Prescriptive Analytics I

Predictive Analytics I

Durham Coll of Professional Studies::Analytics
Credits: 4.0
Class Size: 25 
Term:  Fall 2024 - Full Term (08/26/2024 - 12/09/2024)
CRN:  14670
Grade Mode:  Letter Grading
A first course in predictive and prescriptive analytics. Supervised learning models including linear models and CART models. Model assessment and scoring methods, including cross-validation. Regularization and model tuning. Unsupervised learning models including k-means clustering. Project-based, with an emphasis on collaborative, experiential learning. Statistical software will be used and programming required.
Registration Approval Required. Contact Instructor or Academic Department for permission then register through Webcat.
Prerequisite(s): MATH 425 and COMP 570 and DATA 557
Instructors:  Matthew Magnusson

Times & Locations

Start Date End Date Days Time Location
8/26/2024 12/9/2024 MWF 1:10pm - 2:00pm KING N113
Final Exam12/17/2024 12/17/2024 T 8:00am - 10:00am KING N113